This document summarizes a statistical model of a stock market consisting of buyers and sellers interacting on a lattice. Sellers are fixed in position with set prices, while buyers diffuse randomly and may purchase from sellers based on the difference between the seller's price and the buyer's valuation. The model could later be expanded to have sellers dynamically adjust prices based on aggregate demand, similarly to models of Brownian motion in financial markets. Statistical physics approaches are applied to understand this complex system of many interacting agents as an equilibrium process.